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English(EN) LOGOS: Language-guided Oriented Object Detection in Aerial Scenes

LOGOS系统使用语言提示对航空场景中的定向目标进行检测

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员推出了一种新的基于Transformer的航空影像定向目标检测方法LOGOS。该方法利用语言提示来指导检测过程，根据文本输入动态调整模型的焦点。在DOTA数据集上的实验表明，LOGOS在密集排列或旋转物体场景中超越了当前最先进的方法。该开发旨在提高遥感应用中目标检测的鲁棒性和可扩展性。 AI

影响 通过利用语言指导，增强了遥感应用的目标检测能力。

排序理由 该集群描述了一篇详细介绍新目标检测方法的论文。

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

LOGOS系统使用语言提示对航空场景中的定向目标进行检测

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该集群描述了一篇详细介绍新目标检测方法的论文。
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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Trong-Thuan Nguyen, Minh-Triet Tran ·

    LOGOS：航空场景中的语言引导定向目标检测

    arXiv:2607.08004v1 Announce Type: new Abstract: Object detection in geospatial scenes, such as satellite and aerial imagery, poses significant challenges due to the varying orientations and densities of objects, as well as the complex backgrounds inherent to remote sensing imager…

  2. arXiv cs.CV TIER_1 English(EN) · Minh-Triet Tran ·

    LOGOS：航空场景中的语言引导定向目标检测

    Object detection in geospatial scenes, such as satellite and aerial imagery, poses significant challenges due to the varying orientations and densities of objects, as well as the complex backgrounds inherent to remote sensing imagery. Traditional methods for oriented object detec…

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